{"id":"W4378649742","doi":"10.1152/physiol.2023.38.s1.5731276","title":"Sex differences in central airway luminal area among people with interstitial lung disease","year":2023,"lang":"en","type":"article","venue":"Physiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Airway; Lung; Interstitial lung disease; Pulmonary function testing; Bronchus; Idiopathic pulmonary fibrosis; Univariate analysis; Internal medicine; Cardiology; Pathology; Respiratory disease; Multivariate analysis; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004398042,0.0001848142,0.0003822631,0.0001421102,0.00006109744,0.00001124101,0.000112015,0.0000613622,0.0002324115],"category_scores_gemma":[0.00003114126,0.0001391854,0.000111469,0.0002662595,0.0002044458,0.00008659535,0.00007672194,0.0001923201,0.00003982692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007318889,"about_ca_system_score_gemma":0.0001150522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003065216,"about_ca_topic_score_gemma":0.0001313068,"domain_scores_codex":[0.9987195,0.00006268523,0.0001879072,0.0003698829,0.0001549394,0.0005050779],"domain_scores_gemma":[0.9993836,0.00005371221,0.00004821054,0.0002048679,0.00003173937,0.0002779181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01176985,0.0003956231,0.97632,0.0004570669,0.00009702618,0.0007182107,0.00101923,0.0000698447,0.005597736,0.0002380013,0.002954874,0.000362556],"study_design_scores_gemma":[0.0007683802,0.001030562,0.984697,0.0003217855,0.00009008476,0.00000919506,0.0004267292,0.01225992,0.00005521772,0.0001153955,0.00005458131,0.0001711611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981504,0.00007574444,0.00003818126,0.0004893604,0.0003233098,0.0002743697,0.00005465046,0.0001018606,0.0004920963],"genre_scores_gemma":[0.9984671,0.00005151673,0.0000070931,0.0001605279,0.0004374564,0.00007477367,0.0002405406,0.00002005485,0.0005409089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01219008,"threshold_uncertainty_score":0.5675815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056375664538063,"score_gpt":0.2375603575425253,"score_spread":0.2269966008971447,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}